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Genetic effects on promoter usage are highly context-specific and contribute to complex traits.

Published version
Peer-reviewed

Type

Article

Change log

Authors

Rodrigues, Julia 
Danesh, John 
Freitag, Daniel F 

Abstract

Genetic variants regulating RNA splicing and transcript usage have been implicated in both common and rare diseases. Although transcript usage quantitative trait loci (tuQTLs) have been mapped across multiple cell types and contexts, it is challenging to distinguish between the main molecular mechanisms controlling transcript usage: promoter choice, splicing and 3' end choice. Here, we analysed RNA-seq data from human macrophages exposed to three inflammatory and one metabolic stimulus. In addition to conventional gene-level and transcript-level analyses, we also directly quantified promoter usage, splicing and 3' end usage. We found that promoters, splicing and 3' ends were predominantly controlled by independent genetic variants enriched in distinct genomic features. Promoter usage QTLs were also 50% more likely to be context-specific than other tuQTLs and constituted 25% of the transcript-level colocalisations with complex traits. Thus, promoter usage might be an underappreciated molecular mechanism mediating complex trait associations in a context-specific manner.

Description

Keywords

RNA-seq, computational biology, genetics, genomics, human, macrophages, splicing, systems biology, transcription, Female, Gene Expression Regulation, Humans, Macrophages, Male, Promoter Regions, Genetic, Quantitative Trait Loci, Quantitative Trait, Heritable, RNA, Messenger

Journal Title

Elife

Conference Name

Journal ISSN

2050-084X
2050-084X

Volume Title

8

Publisher

eLife Sciences Publications, Ltd
Sponsorship
Medical Research Council (MR/L003120/1)
Wellcome Trust (098503/B/12/Z)
British Heart Foundation (None)
British Heart Foundation (None)
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